资源列表
SAGA
- 用模拟退火优化遗传算法，使遗传算法具有反向搜索能力，通过仿真表明能够得到更优的值。-Optimization by simulated annealing genetic algorithm, genetic algorithm so that the reverse search capabilities, through the simulation shows that can be better value.
PCA
- 用于模式识别中的PCA降维输入数据data和option。data是一个矩阵，每一行代表一个样本。option是选择降维到多少维。-[eigvector, eigvalue] = PCA(data, options) [eigvector, eigvalue] = PCA(data)
MDP
- 马尔科夫决策过程的Matlab程序，包括一些例程-Markov Decision Process
zjf_m
- 本程序用语画有时滞的分数阶混沌系统,程序简单使用.-This code is applicable to plot delayed fraction-order chaotic system. The code is simple but practical.
VRP
- 蚁群算法解车辆调度问题，即多环运输在物流配送中的解决。-ACO vehicle routing problem, namely polycyclic transport in the logistics and distribution solutions.
SPA
- SPA投影 用于 光谱分析 选取特征波长-SPA projection used for spectral analysis selected characteristic wavelengths
l_f
- 领航跟随法的实现，可以用于多机器人的编队控制。-The implementation of Leader-follower method, can be used in multiple robots formation control.
gatbx-tool
- 遗传算法常用的工具箱 安装步骤： 解压，复制到matlab安装路径下的toolbox文件中 file-set path-add with subfolders-gatbx-save-close file-preferences-general-update toolbox path cache-ok - gatbx .....\BS2RV.M .....\CONTENTS.M .....\CRTBASE.M .....\CRTBP.M
CEC2005
- PSO测试函数代码，CEC 005代码。包括shifted rotated generated函数-PSO test function code, CEC 005 code
PIO
- 根据鸽群的迁徙特性，开发的新的算法，通过对比，发现比PSO具有更快的收敛速度。-According to the flock of migratory characteristics, the development of new algorithms, by contrast, found that more than PSO has a faster convergence.
CDBN-master
- 实现了卷积受限玻尔兹曼机（深度学习的一个重要算法），包括C++和matlab版本-Restricted Boltzmann realized convolution machine (depth study of an important algorithm), including C++ and matlab version
twin-support-vector-machine
- 孪生支持向量机（Twin support vector machine,TWSVM、TSVM)是SVM的一种变形算法。该TWSVM用于二分类，适合初学者有。-Twin support vector machine（TWSVM、TSVM)is a modified algorithm of SVM. This code is for beginner.